Laptop Price Predictor EDA

Dataset statistics

Number of variables	18
Number of observations	893
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	125.7 KiB
Average record size in memory	144.1 B

Variable types

Numeric	7
Categorical	8
Text	3

Alerts

`CPU` is highly overall correlated with `Ram`	High correlation
`Ram` is highly overall correlated with `CPU`	High correlation
`Unnamed: 0` is highly overall correlated with `Unnamed: 0.1`	High correlation
`Unnamed: 0.1` is highly overall correlated with `Unnamed: 0`	High correlation
`price` is highly overall correlated with `resolution_height` and 1 other fields	High correlation
`resolution_height` is highly overall correlated with `price` and 1 other fields	High correlation
`resolution_width` is highly overall correlated with `price` and 1 other fields	High correlation
`ROM` is highly imbalanced (55.5%)	Imbalance
`ROM_type` is highly imbalanced (83.9%)	Imbalance
`OS` is highly imbalanced (75.7%)	Imbalance
`warranty` is highly imbalanced (75.6%)	Imbalance
`Unnamed: 0.1` is uniformly distributed	Uniform
`Unnamed: 0.1` has unique values	Unique
`Unnamed: 0` has unique values	Unique

Reproduction

Analysis started	2026-01-17 03:57:03.008912
Analysis finished	2026-01-17 03:57:09.988770
Duration	6.98 seconds
Software version	ydata-profiling vv4.18.1
Download configuration	config.json

Unnamed: 0.1
Real number (ℝ)

High correlation Uniform Unique

Distinct	893
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	467.1355

Minimum	0
Maximum	930
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	0
5-th percentile	45.6
Q1	235
median	467
Q3	702
95-th percentile	885.4
Maximum	930
Range	930
Interquartile range (IQR)	467

Descriptive statistics

Standard deviation	270.20977
Coefficient of variation (CV)	0.57843981
Kurtosis	-1.1999823
Mean	467.1355
Median Absolute Deviation (MAD)	234
Skewness	-0.0090534777
Sum	417152
Variance	73013.319
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	0.1%
627	1	0.1%
616	1	0.1%
617	1	0.1%
618	1	0.1%
619	1	0.1%
620	1	0.1%
621	1	0.1%
622	1	0.1%
623	1	0.1%
Other values (883)	883	98.9%

Value	Count	Frequency (%)
0	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
930	1	0.1%
929	1	0.1%
928	1	0.1%
927	1	0.1%
926	1	0.1%
925	1	0.1%
924	1	0.1%
923	1	0.1%
922	1	0.1%
921	1	0.1%

Unnamed: 0
Real number (ℝ)

High correlation Unique

Distinct	893
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	521.38298

Minimum	0
Maximum	1019
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	0
5-th percentile	47.6
Q1	265
median	531
Q3	784
95-th percentile	973.4
Maximum	1019
Range	1019
Interquartile range (IQR)	519

Descriptive statistics

Standard deviation	299.9166
Coefficient of variation (CV)	0.57523283
Kurtosis	-1.2250711
Mean	521.38298
Median Absolute Deviation (MAD)	260
Skewness	-0.064904162
Sum	465595
Variance	89949.97
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	0.1%
708	1	0.1%
697	1	0.1%
698	1	0.1%
699	1	0.1%
700	1	0.1%
701	1	0.1%
702	1	0.1%
703	1	0.1%
704	1	0.1%
Other values (883)	883	98.9%

Value	Count	Frequency (%)
0	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
1019	1	0.1%
1018	1	0.1%
1017	1	0.1%
1016	1	0.1%
1015	1	0.1%
1014	1	0.1%
1013	1	0.1%
1012	1	0.1%
1011	1	0.1%
1010	1	0.1%

brand
Categorical

Distinct	30
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

HP	186
Lenovo	169
Asus	157
Dell	107
Acer	84
Other values (25)	190

Length

Max length	9
Median length	8
Mean length	4.1881299
Min length	2

Characters and Unicode

Total characters	3740
Distinct characters	44
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	0.8%

Sample

1st row	HP
2nd row	HP
3rd row	Acer
4th row	Lenovo
5th row	Apple

Common Values

Value	Count	Frequency (%)
HP	186	20.8%
Lenovo	169	18.9%
Asus	157	17.6%
Dell	107	12.0%
Acer	84	9.4%
MSI	65	7.3%
Samsung	28	3.1%
Apple	16	1.8%
Infinix	15	1.7%
LG	9	1.0%
Other values (20)	57	6.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
hp	186	20.8%
lenovo	169	18.9%
asus	157	17.6%
dell	107	12.0%
acer	84	9.4%
msi	65	7.3%
samsung	28	3.1%
apple	16	1.8%
infinix	15	1.7%
lg	9	1.0%
Other values (20)	57	6.4%

Most occurring characters

Value	Count	Frequency (%)
e	403	10.8%
o	364	9.7%
s	361	9.7%
A	260	7.0%
n	240	6.4%
l	240	6.4%
u	206	5.5%
H	190	5.1%
P	187	5.0%
L	180	4.8%
Other values (34)	1109	29.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3740	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	403	10.8%
o	364	9.7%
s	361	9.7%
A	260	7.0%
n	240	6.4%
l	240	6.4%
u	206	5.5%
H	190	5.1%
P	187	5.0%
L	180	4.8%
Other values (34)	1109	29.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3740	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	403	10.8%
o	364	9.7%
s	361	9.7%
A	260	7.0%
n	240	6.4%
l	240	6.4%
u	206	5.5%
H	190	5.1%
P	187	5.0%
L	180	4.8%
Other values (34)	1109	29.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3740	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	403	10.8%
o	364	9.7%
s	361	9.7%
A	260	7.0%
n	240	6.4%
l	240	6.4%
u	206	5.5%
H	190	5.1%
P	187	5.0%
L	180	4.8%
Other values (34)	1109	29.7%

name
Text

Distinct	815
Distinct (%)	91.3%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

Length

Max length	75
Median length	44
Mean length	31.534155
Min length	13

Characters and Unicode

Total characters	28160
Distinct characters	66
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	744 ?
Unique (%)	83.3%

Sample

1st row	Victus 15-fb0157AX Gaming Laptop
2nd row	15s-fq5007TU Laptop
3rd row	One 14 Z8-415 Laptop
4th row	Yoga Slim 6 14IAP8 82WU0095IN Laptop
5th row	MacBook Air 2020 MGND3HN Laptop

Value	Count	Frequency (%)
laptop	882	21.8%
gaming	254	6.3%
2023	124	3.1%
15	106	2.6%
vivobook	105	2.6%
ideapad	77	1.9%
3	76	1.9%
inspiron	59	1.5%
pro	57	1.4%
14	55	1.4%
Other values (975)	2248	55.6%

Most occurring characters

Value	Count	Frequency (%)
	3162	11.2%
p	1900	6.7%
o	1846	6.6%
a	1561	5.5%
1	1246	4.4%
0	1236	4.4%
t	1079	3.8%
L	1034	3.7%
5	967	3.4%
2	873	3.1%
Other values (56)	13256	47.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	28160	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	3162	11.2%
p	1900	6.7%
o	1846	6.6%
a	1561	5.5%
1	1246	4.4%
0	1236	4.4%
t	1079	3.8%
L	1034	3.7%
5	967	3.4%
2	873	3.1%
Other values (56)	13256	47.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	28160	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	3162	11.2%
p	1900	6.7%
o	1846	6.6%
a	1561	5.5%
1	1246	4.4%
0	1236	4.4%
t	1079	3.8%
L	1034	3.7%
5	967	3.4%
2	873	3.1%
Other values (56)	13256	47.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	28160	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	3162	11.2%
p	1900	6.7%
o	1846	6.6%
a	1561	5.5%
1	1246	4.4%
0	1236	4.4%
t	1079	3.8%
L	1034	3.7%
5	967	3.4%
2	873	3.1%
Other values (56)	13256	47.1%

price
Real number (ℝ)

High correlation

Distinct	464
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79907.41

Minimum	9999
Maximum	450039
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	9999
5-th percentile	26995.4
Q1	44500
median	61990
Q3	90990
95-th percentile	199990
Maximum	450039
Range	440040
Interquartile range (IQR)	46490

Descriptive statistics

Standard deviation	60880.044
Coefficient of variation (CV)	0.76188233
Kurtosis	9.5323276
Mean	79907.41
Median Absolute Deviation (MAD)	22390
Skewness	2.7096943
Sum	71357317
Variance	3.7063797 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49990	16	1.8%
37990	13	1.5%
59990	12	1.3%
47990	11	1.2%
64990	11	1.2%
54990	11	1.2%
79990	11	1.2%
33990	11	1.2%
57990	11	1.2%
62990	11	1.2%
Other values (454)	775	86.8%

Value	Count	Frequency (%)
9999	1	0.1%
10990	3	0.3%
12990	1	0.1%
13990	1	0.1%
14490	1	0.1%
14990	1	0.1%
15990	2	0.2%
16990	1	0.1%
17990	1	0.1%
18990	2	0.2%

Value	Count	Frequency (%)
450039	1	0.1%
429990	1	0.1%
420000	1	0.1%
419990	1	0.1%
415000	1	0.1%
399999	1	0.1%
390914	1	0.1%
362999	1	0.1%
344990	1	0.1%
339990	1	0.1%

spec_rating
Real number (ℝ)

Distinct	30
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.379026

Minimum	60
Maximum	89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	60
5-th percentile	60
Q1	66
median	69.323529
Q3	71
95-th percentile	80
Maximum	89
Range	29
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	5.5415547
Coefficient of variation (CV)	0.07987363
Kurtosis	1.3926635
Mean	69.379026
Median Absolute Deviation (MAD)	2.3235294
Skewness	0.8621133
Sum	61955.471
Variance	30.708828
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
69.32352941	292	32.7%
60	48	5.4%
71	44	4.9%
70	43	4.8%
62	42	4.7%
64	39	4.4%
67	39	4.4%
66	37	4.1%
65	37	4.1%
69	35	3.9%
Other values (20)	237	26.5%

Value	Count	Frequency (%)
60	48	5.4%
61	7	0.8%
62	42	4.7%
63	32	3.6%
64	39	4.4%
65	37	4.1%
66	37	4.1%
67	39	4.4%
68	6	0.7%
69	35	3.9%

Value	Count	Frequency (%)
89	5	0.6%
88	4	0.4%
86	4	0.4%
85	6	0.7%
84	4	0.4%
83	9	1.0%
82	6	0.7%
81	3	0.3%
80	12	1.3%
79	10	1.1%

processor
Text

Distinct	184
Distinct (%)	20.6%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

Length

Max length	33
Median length	31
Mean length	27.18589
Min length	5

Characters and Unicode

Total characters	24277
Distinct characters	51
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	84 ?
Unique (%)	9.4%

Sample

1st row	5th Gen AMD Ryzen 5 5600H
2nd row	12th Gen Intel Core i3 1215U
3rd row	11th Gen Intel Core i3 1115G4
4th row	12th Gen Intel Core i5 1240P
5th row	Apple M1

Value	Count	Frequency (%)
gen	838	16.1%
intel	613	11.8%
core	583	11.2%
i5	287	5.5%
amd	265	5.1%
ryzen	257	4.9%
12th	214	4.1%
13th	207	4.0%
i7	148	2.8%
11th	132	2.5%
Other values (135)	1667	32.0%

Most occurring characters

Value	Count	Frequency (%)
	4463	18.4%
e	2376	9.8%
n	1749	7.2%
1	1516	6.2%
t	1449	6.0%
5	1193	4.9%
G	933	3.8%
0	887	3.7%
h	832	3.4%
3	819	3.4%
Other values (41)	8060	33.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	24277	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	4463	18.4%
e	2376	9.8%
n	1749	7.2%
1	1516	6.2%
t	1449	6.0%
5	1193	4.9%
G	933	3.8%
0	887	3.7%
h	832	3.4%
3	819	3.4%
Other values (41)	8060	33.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	24277	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	4463	18.4%
e	2376	9.8%
n	1749	7.2%
1	1516	6.2%
t	1449	6.0%
5	1193	4.9%
G	933	3.8%
0	887	3.7%
h	832	3.4%
3	819	3.4%
Other values (41)	8060	33.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	24277	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	4463	18.4%
e	2376	9.8%
n	1749	7.2%
1	1516	6.2%
t	1449	6.0%
5	1193	4.9%
G	933	3.8%
0	887	3.7%
h	832	3.4%
3	819	3.4%
Other values (41)	8060	33.2%

CPU
Categorical

High correlation

Distinct	29
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

Quad Core, 8 Threads	130
Hexa Core, 12 Threads	126
10 Cores (2P + 8E), 12 Threads	125
Octa Core, 16 Threads	102
12 Cores (4P + 8E), 16 Threads	83
Other values (24)	327

Length

Max length	31
Median length	30
Mean length	24.673012
Min length	8

Characters and Unicode

Total characters	22033
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	0.6%

Sample

1st row	Hexa Core, 12 Threads
2nd row	Hexa Core (2P + 4E), 8 Threads
3rd row	Dual Core, 4 Threads
4th row	12 Cores (4P + 8E), 16 Threads
5th row	Octa Core (4P + 4E)

Common Values

Value	Count	Frequency (%)
Quad Core, 8 Threads	130	14.6%
Hexa Core, 12 Threads	126	14.1%
10 Cores (2P + 8E), 12 Threads	125	14.0%
Octa Core, 16 Threads	102	11.4%
12 Cores (4P + 8E), 16 Threads	83	9.3%
Dual Core, 4 Threads	55	6.2%
14 Cores (6P + 8E), 20 Threads	50	5.6%
Hexa Core (2P + 4E), 8 Threads	44	4.9%
Octa Core (4P + 4E), 12 Threads	43	4.8%
Dual Core, 2 Threads	36	4.0%
Other values (19)	99	11.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
threads	867	18.1%
core	555	11.6%
	421	8.8%
12	382	8.0%
cores	337	7.0%
8e	277	5.8%
16	222	4.6%
8	178	3.7%
hexa	170	3.6%
2p	169	3.5%
Other values (19)	1203	25.2%

Most occurring characters

Value	Count	Frequency (%)
	3888	17.6%
e	1929	8.8%
r	1759	8.0%
a	1422	6.5%
s	1204	5.5%
d	1003	4.6%
C	892	4.0%
o	892	4.0%
T	867	3.9%
h	867	3.9%
Other values (23)	7310	33.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	22033	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	3888	17.6%
e	1929	8.8%
r	1759	8.0%
a	1422	6.5%
s	1204	5.5%
d	1003	4.6%
C	892	4.0%
o	892	4.0%
T	867	3.9%
h	867	3.9%
Other values (23)	7310	33.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	22033	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	3888	17.6%
e	1929	8.8%
r	1759	8.0%
a	1422	6.5%
s	1204	5.5%
d	1003	4.6%
C	892	4.0%
o	892	4.0%
T	867	3.9%
h	867	3.9%
Other values (23)	7310	33.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	22033	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	3888	17.6%
e	1929	8.8%
r	1759	8.0%
a	1422	6.5%
s	1204	5.5%
d	1003	4.6%
C	892	4.0%
o	892	4.0%
T	867	3.9%
h	867	3.9%
Other values (23)	7310	33.2%

Ram
Categorical

High correlation

Distinct	7
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

16GB	456
8GB	369
32GB	40
4GB	22
64GB	3
Other values (2)	3

Length

Max length	4
Median length	4
Mean length	3.5610302
Min length	3

Characters and Unicode

Total characters	3180
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	8GB
2nd row	8GB
3rd row	8GB
4th row	16GB
5th row	8GB

Common Values

Value	Count	Frequency (%)
16GB	456	51.1%
8GB	369	41.3%
32GB	40	4.5%
4GB	22	2.5%
64GB	3	0.3%
12GB	2	0.2%
2GB	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
16gb	456	51.1%
8gb	369	41.3%
32gb	40	4.5%
4gb	22	2.5%
64gb	3	0.3%
12gb	2	0.2%
2gb	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
G	893	28.1%
B	893	28.1%
6	459	14.4%
1	458	14.4%
8	369	11.6%
2	43	1.4%
3	40	1.3%
4	25	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3180	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
G	893	28.1%
B	893	28.1%
6	459	14.4%
1	458	14.4%
8	369	11.6%
2	43	1.4%
3	40	1.3%
4	25	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3180	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
G	893	28.1%
B	893	28.1%
6	459	14.4%
1	458	14.4%
8	369	11.6%
2	43	1.4%
3	40	1.3%
4	25	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3180	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
G	893	28.1%
B	893	28.1%
6	459	14.4%
1	458	14.4%
8	369	11.6%
2	43	1.4%
3	40	1.3%
4	25	0.8%

Ram_type
Categorical

Distinct	12
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

DDR4	499
DDR5	166
LPDDR5	145
LPDDR4X	41
LPDDR4	14
Other values (7)	28

Length

Max length	7
Median length	4
Mean length	4.5711086
Min length	3

Characters and Unicode

Total characters	4082
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.3%

Sample

1st row	DDR4
2nd row	DDR4
3rd row	DDR4
4th row	LPDDR5
5th row	DDR4

Common Values

Value	Count	Frequency (%)
DDR4	499	55.9%
DDR5	166	18.6%
LPDDR5	145	16.2%
LPDDR4X	41	4.6%
LPDDR4	14	1.6%
LPDDR4x	13	1.5%
Unified	7	0.8%
DDR3	3	0.3%
LPDDR5X	2	0.2%
DDR4-	1	0.1%
Other values (2)	2	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ddr4	500	56.0%
ddr5	166	18.6%
lpddr5	145	16.2%
lpddr4x	54	6.0%
lpddr4	14	1.6%
unified	7	0.8%
ddr3	3	0.3%
lpddr5x	3	0.3%
ddr	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
D	1772	43.4%
R	886	21.7%
4	568	13.9%
5	314	7.7%
L	216	5.3%
P	216	5.3%
X	43	1.1%
x	14	0.3%
i	14	0.3%
U	7	0.2%
Other values (6)	32	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4082	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
D	1772	43.4%
R	886	21.7%
4	568	13.9%
5	314	7.7%
L	216	5.3%
P	216	5.3%
X	43	1.1%
x	14	0.3%
i	14	0.3%
U	7	0.2%
Other values (6)	32	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4082	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
D	1772	43.4%
R	886	21.7%
4	568	13.9%
5	314	7.7%
L	216	5.3%
P	216	5.3%
X	43	1.1%
x	14	0.3%
i	14	0.3%
U	7	0.2%
Other values (6)	32	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4082	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
D	1772	43.4%
R	886	21.7%
4	568	13.9%
5	314	7.7%
L	216	5.3%
P	216	5.3%
X	43	1.1%
x	14	0.3%
i	14	0.3%
U	7	0.2%
Other values (6)	32	0.8%

ROM
Categorical

Imbalance

Distinct	7
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

512GB	634
1TB	188
256GB	42
128GB	12
2TB	10
Other values (2)	7

Length

Max length	5
Median length	5
Mean length	4.5487122
Min length	3

Characters and Unicode

Total characters	4062
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	512GB
2nd row	512GB
3rd row	512GB
4th row	512GB
5th row	256GB

Common Values

Value	Count	Frequency (%)
512GB	634	71.0%
1TB	188	21.1%
256GB	42	4.7%
128GB	12	1.3%
2TB	10	1.1%
64GB	5	0.6%
32GB	2	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
512gb	634	71.0%
1tb	188	21.1%
256gb	42	4.7%
128gb	12	1.3%
2tb	10	1.1%
64gb	5	0.6%
32gb	2	0.2%

Most occurring characters

Value	Count	Frequency (%)
B	893	22.0%
1	834	20.5%
2	700	17.2%
G	695	17.1%
5	676	16.6%
T	198	4.9%
6	47	1.2%
8	12	0.3%
4	5	0.1%
3	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
B	893	22.0%
1	834	20.5%
2	700	17.2%
G	695	17.1%
5	676	16.6%
T	198	4.9%
6	47	1.2%
8	12	0.3%
4	5	0.1%
3	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
B	893	22.0%
1	834	20.5%
2	700	17.2%
G	695	17.1%
5	676	16.6%
T	198	4.9%
6	47	1.2%
8	12	0.3%
4	5	0.1%
3	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
B	893	22.0%
1	834	20.5%
2	700	17.2%
G	695	17.1%
5	676	16.6%
T	198	4.9%
6	47	1.2%
8	12	0.3%
4	5	0.1%
3	2	< 0.1%

ROM_type
Categorical

Imbalance

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

SSD	872
Hard-Disk	21

Length

Max length	9
Median length	3
Mean length	3.1410974
Min length	3

Characters and Unicode

Total characters	2805
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SSD
2nd row	SSD
3rd row	SSD
4th row	SSD
5th row	SSD

Common Values

Value	Count	Frequency (%)
SSD	872	97.6%
Hard-Disk	21	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ssd	872	97.6%
hard-disk	21	2.4%

Most occurring characters

Value	Count	Frequency (%)
S	1744	62.2%
D	893	31.8%
H	21	0.7%
a	21	0.7%
r	21	0.7%
d	21	0.7%
-	21	0.7%
i	21	0.7%
s	21	0.7%
k	21	0.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2805	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	1744	62.2%
D	893	31.8%
H	21	0.7%
a	21	0.7%
r	21	0.7%
d	21	0.7%
-	21	0.7%
i	21	0.7%
s	21	0.7%
k	21	0.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2805	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	1744	62.2%
D	893	31.8%
H	21	0.7%
a	21	0.7%
r	21	0.7%
d	21	0.7%
-	21	0.7%
i	21	0.7%
s	21	0.7%
k	21	0.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2805	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	1744	62.2%
D	893	31.8%
H	21	0.7%
a	21	0.7%
r	21	0.7%
d	21	0.7%
-	21	0.7%
i	21	0.7%
s	21	0.7%
k	21	0.7%

GPU
Text

Distinct	134
Distinct (%)	15.0%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

Length

Max length	47
Median length	35
Mean length	22.62374
Min length	8

Characters and Unicode

Total characters	20203
Distinct characters	51
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	60 ?
Unique (%)	6.7%

Sample

1st row	4GB AMD Radeon RX 6500M
2nd row	Intel UHD Graphics
3rd row	Intel Iris Xe Graphics
4th row	Intel Integrated Iris Xe
5th row	Apple M1 Integrated Graphics

Value	Count	Frequency (%)
intel	410	11.5%
graphics	324	9.1%
nvidia	305	8.6%
geforce	297	8.4%
rtx	267	7.5%
amd	229	6.4%
iris	207	5.8%
xe	199	5.6%
integrated	196	5.5%
radeon	176	5.0%
Other values (80)	941	26.5%

Most occurring characters

Value	Count	Frequency (%)
	2684	13.3%
e	1787	8.8%
I	1407	7.0%
r	1039	5.1%
G	983	4.9%
t	803	4.0%
n	783	3.9%
a	722	3.6%
D	697	3.4%
c	630	3.1%
Other values (41)	8668	42.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	20203	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2684	13.3%
e	1787	8.8%
I	1407	7.0%
r	1039	5.1%
G	983	4.9%
t	803	4.0%
n	783	3.9%
a	722	3.6%
D	697	3.4%
c	630	3.1%
Other values (41)	8668	42.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	20203	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2684	13.3%
e	1787	8.8%
I	1407	7.0%
r	1039	5.1%
G	983	4.9%
t	803	4.0%
n	783	3.9%
a	722	3.6%
D	697	3.4%
c	630	3.1%
Other values (41)	8668	42.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	20203	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2684	13.3%
e	1787	8.8%
I	1407	7.0%
r	1039	5.1%
G	983	4.9%
t	803	4.0%
n	783	3.9%
a	722	3.6%
D	697	3.4%
c	630	3.1%
Other values (41)	8668	42.9%

display_size
Real number (ℝ)

Distinct	18
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.173751

Minimum	11.6
Maximum	18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	11.6
5-th percentile	14
Q1	14
median	15.6
Q3	15.6
95-th percentile	16
Maximum	18
Range	6.4
Interquartile range (IQR)	1.6

Descriptive statistics

Standard deviation	0.93909503
Coefficient of variation (CV)	0.061889444
Kurtosis	0.56612155
Mean	15.173751
Median Absolute Deviation (MAD)	0
Skewness	-0.80858315
Sum	13550.16
Variance	0.88189948
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
15.6	464	52.0%
14	214	24.0%
16	112	12.5%
13.3	28	3.1%
16.1	21	2.4%
17.3	14	1.6%
14.1	7	0.8%
11.6	7	0.8%
17	5	0.6%
13.4	4	0.4%
Other values (8)	17	1.9%

Value	Count	Frequency (%)
11.6	7	0.8%
13.3	28	3.1%
13.4	4	0.4%
13.5	2	0.2%
13.6	2	0.2%
14	214	24.0%
14.1	7	0.8%
14.2	4	0.4%
15	3	0.3%
15.3	2	0.2%

Value	Count	Frequency (%)
18	1	0.1%
17.3	14	1.6%
17	5	0.6%
16.2	2	0.2%
16.1	21	2.4%
16	112	12.5%
15.6	464	52.0%
15.56	1	0.1%
15.3	2	0.2%
15	3	0.3%

resolution_width
Real number (ℝ)

High correlation

Distinct	18
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2035.3931

Minimum	1080
Maximum	3840
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	1080
5-th percentile	1366
Q1	1920
median	1920
Q3	1920
95-th percentile	2880
Maximum	3840
Range	2760
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	426.07601
Coefficient of variation (CV)	0.20933353
Kurtosis	4.9916138
Mean	2035.3931
Median Absolute Deviation (MAD)	0
Skewness	1.8360547
Sum	1817606
Variance	181540.77
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1920	680	76.1%
2560	70	7.8%
1366	41	4.6%
2880	40	4.5%
3840	14	1.6%
3200	11	1.2%
1080	8	0.9%
1600	5	0.6%
3024	4	0.4%
3456	4	0.4%
Other values (8)	16	1.8%

Value	Count	Frequency (%)
1080	8	0.9%
1200	4	0.4%
1280	2	0.2%
1366	41	4.6%
1440	1	0.1%
1600	5	0.6%
1920	680	76.1%
2160	3	0.3%
2240	2	0.2%
2256	1	0.1%

Value	Count	Frequency (%)
3840	14	1.6%
3456	4	0.4%
3200	11	1.2%
3072	1	0.1%
3024	4	0.4%
2880	40	4.5%
2560	70	7.8%
2496	2	0.2%
2256	1	0.1%
2240	2	0.2%

resolution_height
Real number (ℝ)

High correlation

Distinct	22
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1218.3247

Minimum	768
Maximum	3456
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.1 KiB

Quantile statistics

Minimum	768
5-th percentile	1080
Q1	1080
median	1080
Q3	1200
95-th percentile	1920
Maximum	3456
Range	2688
Interquartile range (IQR)	120

Descriptive statistics

Standard deviation	326.75688
Coefficient of variation (CV)	0.26820179
Kurtosis	5.7277028
Mean	1218.3247
Median Absolute Deviation (MAD)	0
Skewness	2.1707962
Sum	1087964
Variance	106770.06
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
1080	577	64.6%
1200	101	11.3%
1600	53	5.9%
768	41	4.6%
1800	34	3.8%
1440	15	1.7%
1920	13	1.5%
2400	11	1.2%
2000	9	1.0%
2560	6	0.7%
Other values (12)	33	3.7%

Value	Count	Frequency (%)
768	41	4.6%
1024	2	0.2%
1080	577	64.6%
1200	101	11.3%
1280	1	0.1%
1400	2	0.2%
1440	15	1.7%
1504	1	0.1%
1600	53	5.9%
1620	6	0.7%

Value	Count	Frequency (%)
3456	1	0.1%
2560	6	0.7%
2400	11	1.2%
2234	2	0.2%
2160	6	0.7%
2000	9	1.0%
1964	4	0.4%
1920	13	1.5%
1864	2	0.2%
1800	34	3.8%

OS
Categorical

Imbalance

Distinct	14
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

Windows 11 OS	782
Windows 10 OS	28
DOS OS	18
Windows 11 OS	15
Mac OS	12
Other values (9)	38

Length

Max length	18
Median length	13
Mean length	12.714446
Min length	6

Characters and Unicode

Total characters	11354
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.3%

Sample

1st row	Windows 11 OS
2nd row	Windows 11 OS
3rd row	Windows 11 OS
4th row	Windows 11 OS
5th row	Mac OS

Common Values

Value	Count	Frequency (%)
Windows 11 OS	782	87.6%
Windows 10 OS	28	3.1%
DOS OS	18	2.0%
Windows 11 OS	15	1.7%
Mac OS	12	1.3%
Windows 10 OS	10	1.1%
Chrome OS	10	1.1%
Windows OS	9	1.0%
Ubuntu OS	2	0.2%
DOS 3.0 OS	2	0.2%
Other values (4)	5	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
os	893	34.0%
windows	844	32.1%
11	798	30.4%
10	38	1.4%
dos	20	0.8%
mac	16	0.6%
chrome	10	0.4%
ubuntu	2	0.1%
3.0	2	0.1%
10.15.3	2	0.1%
Other values (4)	4	0.2%

Most occurring characters

Value	Count	Frequency (%)
	1761	15.5%
1	1638	14.4%
S	914	8.1%
O	913	8.0%
o	855	7.5%
n	848	7.5%
i	848	7.5%
d	846	7.5%
W	844	7.4%
s	844	7.4%
Other values (23)	1043	9.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11354	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	1761	15.5%
1	1638	14.4%
S	914	8.1%
O	913	8.0%
o	855	7.5%
n	848	7.5%
i	848	7.5%
d	846	7.5%
W	844	7.4%
s	844	7.4%
Other values (23)	1043	9.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11354	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	1761	15.5%
1	1638	14.4%
S	914	8.1%
O	913	8.0%
o	855	7.5%
n	848	7.5%
i	848	7.5%
d	846	7.5%
W	844	7.4%
s	844	7.4%
Other values (23)	1043	9.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11354	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	1761	15.5%
1	1638	14.4%
S	914	8.1%
O	913	8.0%
o	855	7.5%
n	848	7.5%
i	848	7.5%
d	846	7.5%
W	844	7.4%
s	844	7.4%
Other values (23)	1043	9.2%

warranty
Categorical

Imbalance

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	7.1 KiB

1	819
2	59
3	9
0	6

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	893
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	819	91.7%
2	59	6.6%
3	9	1.0%
0	6	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	819	91.7%
2	59	6.6%
3	9	1.0%
0	6	0.7%

Most occurring characters

Value	Count	Frequency (%)
1	819	91.7%
2	59	6.6%
3	9	1.0%
0	6	0.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	893	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	819	91.7%
2	59	6.6%
3	9	1.0%
0	6	0.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	893	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	819	91.7%
2	59	6.6%
3	9	1.0%
0	6	0.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	893	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	819	91.7%
2	59	6.6%
3	9	1.0%
0	6	0.7%

	CPU	OS	ROM	ROM_type	Ram	Ram_type	Unnamed: 0	Unnamed: 0.1	brand	display_size	price	resolution_height	resolution_width	spec_rating	warranty
CPU	1.000	0.421	0.447	0.260	0.555	0.425	0.114	0.118	0.251	0.446	0.432	0.380	0.429	0.291	0.088
OS	0.421	1.000	0.384	0.397	0.246	0.331	0.124	0.147	0.431	0.289	0.123	0.287	0.251	0.032	0.352
ROM	0.447	0.384	1.000	0.440	0.490	0.280	0.069	0.062	0.429	0.297	0.317	0.217	0.246	0.234	0.040
ROM_type	0.260	0.397	0.440	1.000	0.373	0.181	0.125	0.089	0.278	0.319	0.089	0.158	0.112	0.000	0.000
Ram	0.555	0.246	0.490	0.373	1.000	0.317	0.060	0.058	0.481	0.320	0.487	0.239	0.294	0.282	0.061
Ram_type	0.425	0.331	0.280	0.181	0.317	1.000	0.097	0.086	0.406	0.332	0.214	0.252	0.257	0.186	0.092
Unnamed: 0	0.114	0.124	0.069	0.125	0.060	0.097	1.000	1.000	0.165	0.005	0.185	0.082	0.010	0.076	0.105
Unnamed: 0.1	0.118	0.147	0.062	0.089	0.058	0.086	1.000	1.000	0.159	0.005	0.185	0.082	0.010	0.076	0.109
brand	0.251	0.431	0.429	0.278	0.481	0.406	0.165	0.159	1.000	0.371	0.112	0.323	0.316	0.086	0.455
display_size	0.446	0.289	0.297	0.319	0.320	0.332	0.005	0.005	0.371	1.000	0.268	0.113	0.175	0.347	0.082
price	0.432	0.123	0.317	0.089	0.487	0.214	0.185	0.185	0.112	0.268	1.000	0.613	0.515	0.432	0.102
resolution_height	0.380	0.287	0.217	0.158	0.239	0.252	0.082	0.082	0.323	0.113	0.613	1.000	0.702	0.276	0.082
resolution_width	0.429	0.251	0.246	0.112	0.294	0.257	0.010	0.010	0.316	0.175	0.515	0.702	1.000	0.253	0.070
spec_rating	0.291	0.032	0.234	0.000	0.282	0.186	0.076	0.076	0.086	0.347	0.432	0.276	0.253	1.000	0.089
warranty	0.088	0.352	0.040	0.000	0.061	0.092	0.105	0.109	0.455	0.082	0.102	0.082	0.070	0.089	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Unnamed: 0.1	Unnamed: 0	brand	name	price	spec_rating	processor	CPU	Ram	Ram_type	ROM	ROM_type	GPU	display_size	resolution_width	resolution_height	OS	warranty
0	0	0	HP	Victus 15-fb0157AX Gaming Laptop	49900	73.000000	5th Gen AMD Ryzen 5 5600H	Hexa Core, 12 Threads	8GB	DDR4	512GB	SSD	4GB AMD Radeon RX 6500M	15.6	1920.0	1080.0	Windows 11 OS	1
1	1	1	HP	15s-fq5007TU Laptop	39900	60.000000	12th Gen Intel Core i3 1215U	Hexa Core (2P + 4E), 8 Threads	8GB	DDR4	512GB	SSD	Intel UHD Graphics	15.6	1920.0	1080.0	Windows 11 OS	1
2	2	2	Acer	One 14 Z8-415 Laptop	26990	69.323529	11th Gen Intel Core i3 1115G4	Dual Core, 4 Threads	8GB	DDR4	512GB	SSD	Intel Iris Xe Graphics	14.0	1920.0	1080.0	Windows 11 OS	1
3	3	3	Lenovo	Yoga Slim 6 14IAP8 82WU0095IN Laptop	59729	66.000000	12th Gen Intel Core i5 1240P	12 Cores (4P + 8E), 16 Threads	16GB	LPDDR5	512GB	SSD	Intel Integrated Iris Xe	14.0	2240.0	1400.0	Windows 11 OS	1
4	4	4	Apple	MacBook Air 2020 MGND3HN Laptop	69990	69.323529	Apple M1	Octa Core (4P + 4E)	8GB	DDR4	256GB	SSD	Apple M1 Integrated Graphics	13.3	2560.0	1600.0	Mac OS	1
5	5	5	Acer	Extensa EX214-53 Laptop	39990	62.000000	12th Gen Intel Core i5 1240P	12 Cores (4P + 8E), 16 Threads	8GB	DDR4	512GB	SSD	Intel Iris Xe Graphics	14.0	1920.0	1080.0	Windows 11 OS	1
6	6	6	Dell	Inspiron 3520 D560896WIN9B Laptop	36790	60.000000	12th Gen Intel Core i3 1215U	Hexa Core (2P + 4E), 8 Threads	8GB	DDR4	512GB	SSD	Intel UHD Graphics	15.6	1920.0	1080.0	Windows 11 OS	1
7	7	7	Acer	Nitro V ANV15-51 2023 Gaming Laptop	76990	63.000000	13th Gen Intel Core i5 13420H	Octa Core (4P + 4E), 12 Threads	16GB	DDR5	512GB	SSD	6GB NVIDIA GeForce RTX 4050	15.6	1920.0	1080.0	Windows 11 OS	1
8	8	8	Asus	Vivobook 15 X1502ZA-EJ523WS Laptop	48990	64.000000	12th Gen Intel Core i5 12500H	12 Cores (4P + 8E), 16 Threads	8GB	DDR4	512GB	SSD	Intel Iris Xe	15.6	1920.0	1080.0	Windows 11 OS	1
9	9	9	Samsung	Galaxy Book2 Pro 13 Laptop	74990	68.000000	12th Gen Intel Core i5 1240P	12 Cores (4P + 8E), 16 Threads	16GB	LPDDR5	512GB	SSD	Intel Iris Xe Graphics	13.3	1080.0	1920.0	Windows 11 OS	1

	Unnamed: 0.1	Unnamed: 0	brand	name	price	spec_rating	processor	CPU	Ram	Ram_type	ROM	ROM_type	GPU	display_size	resolution_width	resolution_height	OS	warranty
883	921	1010	Dell	G15-5530 Gaming Laptop	119990	73.000000	13th Gen Intel Core i7 13650HX	14 Cores (6P + 8E)	16GB	DDR5	512GB	SSD	6GB NVIDIA GeForce RTX 4050	15.6	1920.0	1080.0	Windows 11 OS	1
884	922	1011	Dell	‎G16-7630 Gaming Laptop	187490	79.000000	13th Gen Intel Core i9 13900HX	24 Cores (8P + 16E), 32 Threads	16GB	DDR5	1TB	SSD	8GB NVIDIA GeForce RTX 4060	16.0	2560.0	1600.0	Windows 11 OS	1
885	923	1012	Dell	G15-5530 2023 Gaming Laptop	125699	75.000000	13th Gen Intel Core i7 13650HX	14 Cores (6P + 8E)	16GB	DDR5	512GB	SSD	6GB NVIDIA GeForce RTX 4050	15.6	1920.0	1080.0	Windows 11 OS	1
886	924	1013	Acer	Aspire Vero AV14-52P NX.KJTSI.002 Laptop	49990	69.323529	13th Gen Intel Core i3 1315U	Hexa Core (2P + 4E), 8 Threads	16GB	LPDDR4X	512GB	SSD	Intel Integrated UHD	14.0	1920.0	1080.0	Windows OS	1
887	925	1014	Acer	Aspire 5 A515-58M NX.KHGSI.002 Gaming Laptop	56990	69.323529	13th Gen Intel Core i5 1335U	10 Cores (2P + 8E), 12 Threads	16GB	LPDDR5	512GB	SSD	Intel Integrated Iris Xe	15.6	1920.0	1080.0	Windows 11 OS	1
888	926	1015	Asus	Vivobook 15X 2023 K3504VAB-NJ321WS Laptop	44990	69.323529	13th Gen ‎Intel Core i3 1315U	Hexa Core (2P + 4E), 8 Threads	8GB	DDR4	512GB	SSD	Integrated Intel UHD Graphics	15.6	1920.0	1080.0	Windows 11 OS	1
889	927	1016	Asus	TUF A15 FA577RM-HQ032WS Laptop	110000	71.000000	6th Gen AMD Ryzen 7 6800H	Octa Core, 16 Threads	16GB	DDR	1TB	SSD	6GB NVIDIA GeForce RTX 3060	15.6	2560.0	1440.0	Windows 11 OS	1
890	928	1017	Asus	ROG Zephyrus G14 2023 GA402XV-N2034WS Gaming Laptop	189990	89.000000	7th Gen AMD Ryzen 9 7940HS	Octa Core, 16 Threads	32GB	DDR5	1TB	SSD	8GB NVIDIA GeForce RTX 4060	14.0	2560.0	1600.0	Windows 11 OS	1
891	929	1018	Asus	TUF Gaming F15 2023 FX507VU-LP083WS Gaming Laptop	129990	73.000000	13th Gen Intel Core i7 13700H	14 Cores (6P + 8E), 20 Threads	16GB	DDR4	512GB	SSD	6GB NVIDIA GeForce RTX 4050	15.6	1920.0	1080.0	Windows 11 OS	1
892	930	1019	Asus	TUF Gaming A15 2023 FA577XU-LP041WS Gaming Laptop	131990	84.000000	7th Gen AMD Ryzen 9 7940HS	Octa Core, 16 Threads	16GB	DDR4	1TB	SSD	6GB NVIDIA GeForce RTX 4050	15.6	1920.0	1080.0	Windows 11 OS	1

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script